{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# OSMnx features demo\n",
    "\n",
    "Author: [Geoff Boeing](https://geoffboeing.com/)\n",
    "\n",
    "Get street networks and other spatial data anywhere in the world from OpenStreetMap then analyze and visualize them.\n",
    "\n",
    "More info:\n",
    "\n",
    "  - [Overview of OSMnx](http://geoffboeing.com/2016/11/osmnx-python-street-networks/)\n",
    "  - [Documentation and install instructions](https://osmnx.readthedocs.io)\n",
    "  - [Examples, demos, tutorials](https://github.com/gboeing/osmnx-examples)\n",
    "  - [Journal article and citation info](http://geoffboeing.com/publications/osmnx-complex-street-networks/)\n",
    "  - [GitHub repo](https://github.com/gboeing/osmnx)\n",
    "  \n",
    "This notebook provides a quick tour of some of OSMnx's key features including how to:\n",
    "\n",
    "  - download/model street networks\n",
    "  - calculate stats\n",
    "  - visualize centrality\n",
    "  - impute speeds/travel times and calculate shortest paths\n",
    "  - attach and visualize elevation data and edge grades\n",
    "  - download/model other infrastructure types\n",
    "  - download points of interest data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'0.16.0'"
      ]
     },
     "execution_count": 1,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import networkx as nx\n",
    "import osmnx as ox\n",
    "import requests\n",
    "import matplotlib.cm as cm\n",
    "import matplotlib.colors as colors\n",
    "%matplotlib inline\n",
    "ox.config(use_cache=True, log_console=True)\n",
    "ox.__version__"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 576x576 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# get a graph for some city\n",
    "G = ox.graph_from_place('Piedmont, California, USA', network_type='drive')\n",
    "fig, ax = ox.plot_graph(G)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "4224782.349449131"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# what sized area does our network cover in square meters?\n",
    "G_proj = ox.project_graph(G)\n",
    "nodes_proj = ox.graph_to_gdfs(G_proj, edges=False)\n",
    "graph_area_m = nodes_proj.unary_union.convex_hull.area\n",
    "graph_area_m"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'n': 346,\n",
       " 'm': 937,\n",
       " 'k_avg': 5.416184971098266,\n",
       " 'intersection_count': 312,\n",
       " 'streets_per_node_avg': 2.953757225433526,\n",
       " 'streets_per_node_counts': {0: 0, 1: 34, 2: 0, 3: 263, 4: 47, 5: 1, 6: 1},\n",
       " 'streets_per_node_proportion': {0: 0.0,\n",
       "  1: 0.09826589595375723,\n",
       "  2: 0.0,\n",
       "  3: 0.7601156069364162,\n",
       "  4: 0.13583815028901733,\n",
       "  5: 0.002890173410404624,\n",
       "  6: 0.002890173410404624},\n",
       " 'edge_length_total': 113821.35499999995,\n",
       " 'edge_length_avg': 121.47423159018138,\n",
       " 'street_length_total': 58739.664,\n",
       " 'street_length_avg': 120.61532648870636,\n",
       " 'street_segments_count': 487,\n",
       " 'node_density_km': 81.89771007851208,\n",
       " 'intersection_density_km': 73.84995822108604,\n",
       " 'edge_density_km': 26941.353562235254,\n",
       " 'street_density_km': 13903.59529589946,\n",
       " 'circuity_avg': 1.113697475227851,\n",
       " 'self_loop_proportion': 0.0064034151547491995,\n",
       " 'clean_intersection_count': 271,\n",
       " 'clean_intersection_density_km': 64.1453162753664}"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# show some basic stats about the network\n",
    "ox.basic_stats(G_proj, area=graph_area_m, clean_intersects=True, circuity_dist='euclidean')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "stats documentation: https://osmnx.readthedocs.io/en/stable/osmnx.html#module-osmnx.stats"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "avg_neighbor_degree\n",
      "avg_neighbor_degree_avg\n",
      "avg_weighted_neighbor_degree\n",
      "avg_weighted_neighbor_degree_avg\n",
      "betweenness_centrality\n",
      "betweenness_centrality_avg\n",
      "center\n",
      "closeness_centrality\n",
      "closeness_centrality_avg\n",
      "clustering_coefficient\n",
      "clustering_coefficient_avg\n",
      "clustering_coefficient_weighted\n",
      "clustering_coefficient_weighted_avg\n",
      "degree_centrality\n",
      "degree_centrality_avg\n",
      "diameter\n",
      "eccentricity\n",
      "pagerank\n",
      "pagerank_max\n",
      "pagerank_max_node\n",
      "pagerank_min\n",
      "pagerank_min_node\n",
      "periphery\n",
      "radius\n"
     ]
    }
   ],
   "source": [
    "# see more stats (mostly topological stuff) with extended_stats\n",
    "more_stats = ox.extended_stats(G, ecc=True, bc=True, cc=True) #use arguments to turn other toplogical analyses on/off\n",
    "for key in sorted(more_stats.keys()):\n",
    "    print(key)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "2507.464"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "more_stats['radius']"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The radius (i.e., minimum eccentricity) of this street network is approximately 2.5 kilometers."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "# save graph to disk as geopackage (for GIS) or graphml file (for gephi etc)\n",
    "ox.save_graph_geopackage(G, filepath='./data/mynetwork.gpkg')\n",
    "ox.save_graphml(G, filepath='./data/mynetwork.graphml')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Visualize street centrality\n",
    "\n",
    "Here we plot the street network and color its edges (streets) by their relative closeness centrality."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "# convert graph to line graph so edges become nodes and vice versa\n",
    "edge_centrality = nx.closeness_centrality(nx.line_graph(G))\n",
    "nx.set_edge_attributes(G, edge_centrality, 'edge_centrality')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 576x576 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# color edges in original graph with closeness centralities from line graph\n",
    "ec = ox.plot.get_edge_colors_by_attr(G, 'edge_centrality', cmap='inferno')\n",
    "fig, ax = ox.plot_graph(G, edge_color=ec, edge_linewidth=2, node_size=0)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Routing"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "# impute missing edge speeds then calculate edge travel times\n",
    "G = ox.add_edge_speeds(G)\n",
    "G = ox.add_edge_travel_times(G)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "# get the nearest network nodes to two lat/lng points\n",
    "orig = ox.get_nearest_node(G, (37.828903, -122.245846))\n",
    "dest = ox.get_nearest_node(G, (37.812303, -122.215006))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 576x576 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# find the shortest path between these nodes, minimizing travel time, then plot it\n",
    "route = ox.shortest_path(G, orig, dest, weight='travel_time')\n",
    "fig, ax = ox.plot_graph_route(G, route, node_size=0)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "4789.3460000000005"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# how long is our route in meters?\n",
    "edge_lengths = ox.utils_graph.get_route_edge_attributes(G, route, 'length')\n",
    "sum(edge_lengths)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "3123.7985450057035"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# how far is it between these two nodes as the crow flies (haversine)?\n",
    "ox.distance.great_circle_vec(G.nodes[orig]['y'], G.nodes[orig]['x'],\n",
    "                             G.nodes[dest]['y'], G.nodes[dest]['x'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 576x576 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# add elevation to nodes automatically, calculate edge grades, plot network\n",
    "# you need a google elevation api key to run this cell!\n",
    "from keys import google_elevation_api_key\n",
    "G = ox.add_node_elevations(G, api_key=google_elevation_api_key)\n",
    "G = ox.add_edge_grades(G)\n",
    "nc = ox.plot.get_node_colors_by_attr(G, 'elevation', cmap='plasma')\n",
    "fig, ax = ox.plot_graph(G, node_color=nc, node_size=20, edge_linewidth=2, edge_color='#333')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Nodes are colored from lowest elevation (dark blue) to highest (bright yellow).\n",
    "\n",
    "Example: create [elevation-based](12-node-elevations-edge-grades.ipynb) impedance functions to route around hills."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Get networks other ways\n",
    "\n",
    "make queries less ambiguous to help the geocoder out, if it's not finding what you're looking for"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x720 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# you can make query an unambiguous dict to help the geocoder find it\n",
    "place = {'city'   : 'San Francisco',\n",
    "         'state'  : 'California',\n",
    "         'country': 'USA'}\n",
    "G = ox.graph_from_place(place, network_type='drive', truncate_by_edge=True)\n",
    "fig, ax = ox.plot_graph(G, figsize=(10, 10), node_size=0, edge_color='y', edge_linewidth=0.2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 576x576 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# you can get networks anywhere in the world\n",
    "G = ox.graph_from_place('Sinalunga, Italy', network_type='all')\n",
    "fig, ax = ox.plot_graph(G, node_size=0, edge_linewidth=0.5)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 576x576 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# or get network by address, coordinates, bounding box, or any custom polygon\n",
    "# ...useful when OSM just doesn't already have a polygon for the place you want\n",
    "wurster_hall = (37.870605, -122.254830)\n",
    "one_mile = 1609 #meters\n",
    "G = ox.graph_from_point(wurster_hall, dist=one_mile, network_type='drive')\n",
    "fig, ax = ox.plot_graph(G, node_size=0)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Examples of [getting networks](01-overview-osmnx.ipynb) by coordinates, bounding box, or any custom polygon shape."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Get other networked infrastructure types\n",
    "\n",
    "...like rail or electric grids or even the canals of Venice and Amsterdam, using the `custom_filter` parameter: [see more examples](08-custom-filters-infrastructure.ipynb)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 576x576 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# get NY subway rail network\n",
    "G = ox.graph_from_place('New York City, New York',\n",
    "                        retain_all=False, truncate_by_edge=True, simplify=True,\n",
    "                        custom_filter='[\"railway\"~\"subway\"]')\n",
    "\n",
    "fig, ax = ox.plot_graph(G, node_size=0, edge_color='w', edge_linewidth=0.2)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Get any geospatial entities' geometries and attributes\n",
    "\n",
    "Use the `geometries` module to download entities, such as local amenities, points of interest, or building footprints, and turn them into a GeoDataFrame: [see docs](https://osmnx.readthedocs.io/en/stable/osmnx.html#module-osmnx.geometries). For more usage examples of downloading geospatial objects from OSM, see [this notebook](16-download-osm-geospatial-entities.ipynb)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(50, 45)"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# get all building footprints in some neighborhood\n",
    "place = 'Bunker Hill, Los Angeles, California'\n",
    "tags = {'building': True}\n",
    "gdf = ox.geometries_from_place(place, tags)\n",
    "gdf.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(20, 21)"
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# get all parks and bus stops in some neighborhood\n",
    "tags = {'leisure': 'park',\n",
    "        'highway': 'bus_stop'}\n",
    "gdf = ox.geometries_from_place(place, tags)\n",
    "gdf.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python (ox)",
   "language": "python",
   "name": "ox"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.5"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
